Broken Windows Investigation Replication Package

This is a replication package for the Broken Windows Investigation thesis conducted by Hampus Broman and William Levén in 2021.

The package contains a presentation as well as the source for the whole analysis performed.

Read the Broken Window Investigation thesis for more information and justification about the analysis and procedure.

Sub pages:

• Overview - Provides an overview if the replication package.
• Setup - Data preparation, utility function and library imports.
• Data description - Plots and data descriptions not relating to the outcomes, those are found in “Baysian Models”.
• Models - All our models grouped by which outcome they measure.
  • Logic reuse - Exploration and models related to code reuse.
  • Variable naming - Exploration and models related to variable naming.
  • Self reported quality - Exploration and models related to how participants reported the quality of their own work.
  • Sonarqube issues - Exploration and models related to introduced sonarqube issues.
  • Implemented utility methods - Exploration and models related to the implementation of utility methods.
  • Documentation state - Exploration and models related to the state of the validation documentation.
  • Task completion - Exploration and models related to dropouts and task completion.
  • Time to complete task - Exploration and models related to the time outcome.
  • Reported scenario quality - Exploration and models related how participants rathed the quality of the scenario.
• Environment - Description of the computational environment used to perform the analysis.